Classifying component failures of a hybrid electric vehicle fleet based on load spectrum data

Neural Computing and Applications ◽

10.1007/s00521-015-2065-y ◽

2015 ◽

Vol 27 (8) ◽

pp. 2289-2304 ◽

Author(s):

Philipp Bergmeir ◽

Christof Nitsche ◽

Jürgen Nonnast ◽

Michael Bargende

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Load Spectrum ◽

Vehicle Fleet ◽

Hybrid Electric ◽

Component Failures ◽

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Using Balanced Random Forests on Load Spectrum Data for Classifying Component Failures of a Hybrid Electric Vehicle Fleet

2014 13th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2014.71 ◽

2014 ◽

Author(s):

Philipp Bergmeir ◽

Christof Nitsche ◽

Jurgen Nonnast ◽

Michael Bargende ◽

Peter Antony ◽

...

Keyword(s):

Electric Vehicle ◽

Random Forests ◽

Hybrid Electric Vehicle ◽

Load Spectrum ◽

Vehicle Fleet ◽

Hybrid Electric ◽

Component Failures ◽

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A Load Spectrum Data based Data Mining System for Identifying Different Types of Vehicle Usage of a Hybrid Electric Vehicle Fleet

SAE International Journal of Alternative Powertrains ◽

10.4271/2016-01-0278 ◽

2016 ◽

Vol 5 (1) ◽

pp. 50-57

Author(s):

Philipp Bergmeir ◽

Christof Nitsche ◽

Jürgen Nonnast ◽

Michael Bargende

Keyword(s):

Data Mining ◽

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Load Spectrum ◽

Mining System ◽

Different Types ◽

Data Mining System ◽

Vehicle Fleet ◽

Hybrid Electric ◽

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Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data

10.1007/978-3-658-20367-2 ◽

2018 ◽

Author(s):

Philipp Bergmeir

Keyword(s):

Machine Learning ◽

Data Mining ◽

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Load Spectrum ◽

Mining Methods ◽

Hybrid Electric ◽

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Hybrid Electric Vehicle Fleet and Baseline Performance Testing

10.4271/2006-01-1267 ◽

2006 ◽

Author(s):

James Francfort ◽

Don Karner ◽

Ryan Harkins ◽

Joseph Tardiolo

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Performance Testing ◽

Baseline Performance ◽

Vehicle Fleet ◽

Hybrid Electric

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Objective functions for plug-in hybrid electric vehicle battery range optimization and possible effects on the vehicle fleet

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2017.12.009 ◽

2018 ◽

Vol 86 ◽

pp. 655-669 ◽

Author(s):

Lars-Henrik Björnsson ◽

Sten Karlsson ◽

Frances Sprei

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Objective Functions ◽

Electric Vehicle Battery ◽

Vehicle Fleet ◽

Hybrid Electric

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The First Hybrid Electric Vehicle in the World

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.137.69 ◽

2017 ◽

Vol 137 (1) ◽

pp. 69-74 ◽

Author(s):

Masayuki Morimoto

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

The World ◽

Hybrid Electric

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Electrically propelled road vehicles -- Determination of power for propulsion of hybrid electric vehicle

10.3403/30327505u ◽

2018 ◽

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Road Vehicles ◽

Hybrid Electric

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Electrically propelled road vehicles -- Determination of power for propulsion of hybrid electric vehicle

10.3403/30327505 ◽

2018 ◽

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Road Vehicles ◽

Hybrid Electric

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STUDY OF HYBRID ELECTRIC VEHICLE BATTERY MODELING AND CONTROL USING AUTONOMIE

10.37099/mtu.dc.etd-restricted/174 ◽

2013 ◽

Author(s):

Baifan Wu

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Battery Modeling ◽

Modeling And Control ◽

Electric Vehicle Battery ◽

Hybrid Electric ◽

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Development of Hardware-In-the-Loop Simulation System for Hybrid Electric Vehicle Study

10.37099/mtu.dc.etd-restricted/168 ◽

2013 ◽

Author(s):

Yang Li

Keyword(s):

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Simulation System ◽

Hardware In The Loop ◽

Hybrid Electric

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